{"id":"https://openalex.org/W7203985601","doi":"https://doi.org/10.1007/978-3-032-36223-0_28","title":"Granular Ball Enhanced Multimodal Ant Colony Optimization for the Multi-Solution Traveling Salesman Problem","display_name":"Granular Ball Enhanced Multimodal Ant Colony Optimization for the Multi-Solution Traveling Salesman Problem","publication_year":2026,"publication_date":"2026-08-22","ids":{"openalex":"https://openalex.org/W7203985601","doi":"https://doi.org/10.1007/978-3-032-36223-0_28"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-36223-0_28","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-36223-0_28","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5143457003","display_name":"De-Gang Chen","orcid":"https://orcid.org/0009-0006-2647-6236"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]},{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"De-Gang Chen","raw_affiliation_strings":["Chongqing Key Laboratory of Computational Intelligence, Chongqing, 400065, China","Key Laboratory of Big Data Intelligent Computing, Chongqing University of Posts and Telecommunications, Chongqing, 400065, China","Key Laboratory of Cyberspace Big Data Intelligent Security, Ministry of Education, Chongqing, 400065, China","School of Computer Science and Technology, Chongqing University of Posts and Telecommunications, Chongqing, 400065, China","Sichuan-Chongqing Co-construction Key Laboratory of Digital Economy Intelligence, Chongqing, 400065, China"],"raw_orcid":"https://orcid.org/0009-0006-2647-6236","affiliations":[{"raw_affiliation_string":"Chongqing Key Laboratory of Computational Intelligence, Chongqing, 400065, China","institution_ids":["https://openalex.org/I158842170"]},{"raw_affiliation_string":"Key Laboratory of Big Data Intelligent Computing, Chongqing University of Posts and Telecommunications, Chongqing, 400065, China","institution_ids":["https://openalex.org/I10535382"]},{"raw_affiliation_string":"Key Laboratory of Cyberspace Big Data Intelligent Security, Ministry of Education, Chongqing, 400065, China","institution_ids":[]},{"raw_affiliation_string":"School of Computer Science and Technology, Chongqing University of Posts and Telecommunications, Chongqing, 400065, China","institution_ids":["https://openalex.org/I10535382"]},{"raw_affiliation_string":"Sichuan-Chongqing Co-construction Key Laboratory of Digital Economy Intelligence, Chongqing, 400065, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5147854861","display_name":"Peng Wang","orcid":"https://orcid.org/0009-0009-4217-1469"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]},{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Wang","raw_affiliation_strings":["Chongqing Key Laboratory of Computational Intelligence, Chongqing, 400065, China","Key Laboratory of Big Data Intelligent Computing, Chongqing University of Posts and Telecommunications, Chongqing, 400065, China","Key Laboratory of Cyberspace Big Data Intelligent Security, Ministry of Education, Chongqing, 400065, China","School of Computer Science and Technology, Chongqing University of Posts and Telecommunications, Chongqing, 400065, China","Sichuan-Chongqing Co-construction Key Laboratory of Digital Economy Intelligence, Chongqing, 400065, China"],"raw_orcid":"https://orcid.org/0009-0009-4217-1469","affiliations":[{"raw_affiliation_string":"Chongqing Key Laboratory of Computational Intelligence, Chongqing, 400065, China","institution_ids":["https://openalex.org/I158842170"]},{"raw_affiliation_string":"Key Laboratory of Big Data Intelligent Computing, Chongqing University of Posts and Telecommunications, Chongqing, 400065, China","institution_ids":["https://openalex.org/I10535382"]},{"raw_affiliation_string":"Key Laboratory of Cyberspace Big Data Intelligent Security, Ministry of Education, Chongqing, 400065, China","institution_ids":[]},{"raw_affiliation_string":"School of Computer Science and Technology, Chongqing University of Posts and Telecommunications, Chongqing, 400065, China","institution_ids":["https://openalex.org/I10535382"]},{"raw_affiliation_string":"Sichuan-Chongqing Co-construction Key Laboratory of Digital Economy Intelligence, Chongqing, 400065, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060987351","display_name":"Shuyin Xia","orcid":"https://orcid.org/0000-0001-5993-9563"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]},{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shuyin Xia","raw_affiliation_strings":["Chongqing Key Laboratory of Computational Intelligence, Chongqing, 400065, China","Key Laboratory of Big Data Intelligent Computing, Chongqing University of Posts and Telecommunications, Chongqing, 400065, China","Key Laboratory of Cyberspace Big Data Intelligent Security, Ministry of Education, Chongqing, 400065, China","Sichuan-Chongqing Co-construction Key Laboratory of Digital Economy Intelligence, Chongqing, 400065, China"],"raw_orcid":"https://orcid.org/0000-0001-5993-9563","affiliations":[{"raw_affiliation_string":"Chongqing Key Laboratory of Computational Intelligence, Chongqing, 400065, China","institution_ids":["https://openalex.org/I158842170"]},{"raw_affiliation_string":"Key Laboratory of Big Data Intelligent Computing, Chongqing University of Posts and Telecommunications, Chongqing, 400065, China","institution_ids":["https://openalex.org/I10535382"]},{"raw_affiliation_string":"Key Laboratory of Cyberspace Big Data Intelligent Security, Ministry of Education, Chongqing, 400065, China","institution_ids":[]},{"raw_affiliation_string":"Sichuan-Chongqing Co-construction Key Laboratory of Digital Economy Intelligence, Chongqing, 400065, China","institution_ids":["https://openalex.org/I158842170"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5060987351"],"corresponding_institution_ids":["https://openalex.org/I10535382","https://openalex.org/I158842170"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"452","last_page":"468"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":null,"topics":[],"keywords":[{"id":"https://openalex.org/keywords/travelling-salesman-problem","display_name":"Travelling salesman problem","score":0.8138999938964844},{"id":"https://openalex.org/keywords/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.6425999999046326},{"id":"https://openalex.org/keywords/ball","display_name":"Ball (mathematics)","score":0.5098999738693237},{"id":"https://openalex.org/keywords/ant-colony","display_name":"Ant colony","score":0.49540001153945923},{"id":"https://openalex.org/keywords/ant","display_name":"ANT","score":0.3767000138759613},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.32359999418258667}],"concepts":[{"id":"https://openalex.org/C175859090","wikidata":"https://www.wikidata.org/wiki/Q322212","display_name":"Travelling salesman problem","level":2,"score":0.8138999938964844},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7930999994277954},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.6425999999046326},{"id":"https://openalex.org/C122041747","wikidata":"https://www.wikidata.org/wiki/Q838611","display_name":"Ball (mathematics)","level":2,"score":0.5098999738693237},{"id":"https://openalex.org/C60891933","wikidata":"https://www.wikidata.org/wiki/Q796575","display_name":"Ant colony","level":3,"score":0.49540001153945923},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.43779999017715454},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4147000014781952},{"id":"https://openalex.org/C97467695","wikidata":"https://www.wikidata.org/wiki/Q295802","display_name":"ANT","level":2,"score":0.3767000138759613},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.32359999418258667},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3107999861240387},{"id":"https://openalex.org/C188919014","wikidata":"https://www.wikidata.org/wiki/Q5422296","display_name":"Extremal optimization","level":4,"score":0.3001999855041504},{"id":"https://openalex.org/C52692508","wikidata":"https://www.wikidata.org/wiki/Q1333872","display_name":"Combinatorial optimization","level":2,"score":0.28369998931884766},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.2703000009059906}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-36223-0_28","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-36223-0_28","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1571087346","https://openalex.org/W1968005908","https://openalex.org/W1994863634","https://openalex.org/W2066194644","https://openalex.org/W2091383099","https://openalex.org/W2093672773","https://openalex.org/W2146230369","https://openalex.org/W2285034650","https://openalex.org/W2421912678","https://openalex.org/W2464527493","https://openalex.org/W2564330218","https://openalex.org/W2795314092","https://openalex.org/W2809890364","https://openalex.org/W2810190600","https://openalex.org/W2877677827","https://openalex.org/W2913991483","https://openalex.org/W2974728448","https://openalex.org/W2989221556","https://openalex.org/W3083173740","https://openalex.org/W3084862617","https://openalex.org/W3094704314","https://openalex.org/W3096239448","https://openalex.org/W4211130072","https://openalex.org/W4299796063","https://openalex.org/W4313122055","https://openalex.org/W4319990061","https://openalex.org/W4320483041","https://openalex.org/W4400315096","https://openalex.org/W4411600542","https://openalex.org/W4412922304","https://openalex.org/W4416798287"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-08-24T07:32:12.397491","created_date":"2026-08-23T00:00:00"}
